36. Support Vector Machine
參數設定
Kernel
The normalized polynomial kernel(norPoly)
The polynomial kernel(Poly)
The Pearson VII function-based universal kernel(PUK)
The RBF kernel(RBF)
C: The complexity parameter
Random seed(RS)
2010/5/28 Web Mining course, CSIE dept., FJU 36
37. Support Vector Machine
數據結果(default: c = 1.0)
Correctly(%) Precision(avg.) Recall(avg.) Time(s)
norPoly Failed
Poly 28.5471 0.275 0.285 5.44
PUK Failed
RBF Failed
C = 0.7 Failed
C = 1.5 Failed
2010/5/28 Web Mining course, CSIE dept., FJU 37